On the effectiveness of emotion extraction techniques
نویسندگان
چکیده
Emotion is considered to be an important factor in human decision making and consciousness. Due to its perceived importance, recently a number of works try to explore emotion in IR tasks. However, the complexity of emotion extractors and lack of understanding on their effectiveness hinder the progress of such works. In this paper, we conduct a comparative study on the effectiveness of three emotion extractors. Our findings show a superior performance of an extractor based on OCC model.
منابع مشابه
A Real-Time Electroencephalography Classification in Emotion Assessment Based on Synthetic Statistical-Frequency Feature Extraction and Feature Selection
Purpose: To assess three main emotions (happy, sad and calm) by various classifiers, using appropriate feature extraction and feature selection. Materials and Methods: In this study a combination of Power Spectral Density and a series of statistical features are proposed as statistical-frequency features. Next, a feature selection method from pattern recognition (PR) Tools is presented to e...
متن کاملComparing the Effectiveness of Mindful Emotion Focused Psychodrama Training, Psychodrama and Emotion Focused Training on Defense Mechanism of Divorced Women
Introduction: Defense mechanisms play a very important role in the ability to cope with stress and adaptability of divorced women. Therefore, the aim of this study was to comparing the effectiveness of mindful emotion focused psychodrama training, psychodrama and emotion focused training on defense mechanism of divorced women. Methods: This research was a semi-experimental study with the desi...
متن کاملComparison of the effectiveness of teaching emotion management strategies based on emotion-oriented couple therapy (EFT) and schema-based couple therapy on couples' communication patterns
The present study was conducted with the aim of comparing the effectiveness of teaching emotion management strategies based on emotion-oriented couple therapy (EFT) and schema-based couple therapy on couples' communication patterns. The current research was a semi-experimental study with a pre-test and post-test design and follow-up with a control group. The studied population includes all co...
متن کاملSpeech Emotion Recognition Using Scalogram Based Deep Structure
Speech Emotion Recognition (SER) is an important part of speech-based Human-Computer Interface (HCI) applications. Previous SER methods rely on the extraction of features and training an appropriate classifier. However, most of those features can be affected by emotionally irrelevant factors such as gender, speaking styles and environment. Here, an SER method has been proposed based on a concat...
متن کاملEffectiveness of Mindfulness-Based Cognitive Therapy on Cognitive Emotion Regulation in Gifted male Students
The aim of the present study was investigating the effectiveness of mindfulness-based cognitive therapy on cognitive emotion regulation in gifted male students. The statistical population of the present study was all male students in the first high school in Gifted Shahre-Babak High School in the academic year of 2018-2019. In this research, the purposive sampling method was used. after the ini...
متن کامل